Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning.
☆75Mar 20, 2024Updated 2 years ago
Alternatives and similar repositories for concept-based-demonstration-selection
Users that are interested in concept-based-demonstration-selection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ACL'23: Unified Demonstration Retriever for In-Context Learning☆38Dec 2, 2023Updated 2 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆49Jul 22, 2024Updated last year
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆274Apr 15, 2023Updated 3 years ago
- Few-shot Learning with Auxiliary Data☆31Dec 8, 2023Updated 2 years ago
- From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning.☆25Oct 7, 2025Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆25Sep 26, 2024Updated last year
- ☆13Apr 22, 2024Updated last year
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆44Jul 28, 2024Updated last year
- Repository contains demo code for MTAnchor, an interactive, multilingual topic modeling system. The code accompanies the paper Multiling…☆12Jan 25, 2019Updated 7 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- This repo contains all the codes for SEScore implementation☆15Mar 3, 2025Updated last year
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Feb 23, 2024Updated 2 years ago
- Code for paper: “What Data Benefits My Classifier?” Enhancing Model Performance and Interpretability through Influence-Based Data Selecti…☆23May 17, 2024Updated last year
- Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts☆16Feb 26, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding☆11May 23, 2024Updated last year
- ☆43Sep 3, 2024Updated last year
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆27Jun 27, 2024Updated last year
- ☆11May 24, 2024Updated last year
- ☆14Feb 26, 2024Updated 2 years ago
- Paper List for In-context Learning 🌷☆873Oct 8, 2024Updated last year
- Information Extraction related tools and models☆10Mar 16, 2023Updated 3 years ago
- Resources for our AAAI 2022 paper: "Unsupervised Editing for Counterfactual Stories".☆12Oct 25, 2022Updated 3 years ago
- ☆35Nov 17, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 2 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 5 years ago
- self-adaptive in-context learning☆45May 5, 2023Updated 2 years ago
- ☆42Feb 2, 2024Updated 2 years ago
- Constrained Decoding Project☆20Nov 10, 2023Updated 2 years ago
- Llemma formal2formal (tactic prediction) theorem proving experiments☆20Oct 17, 2023Updated 2 years ago
- ☆18Oct 8, 2024Updated last year
- Source code for paper "On the Pareto Front of Multilingual Neural Machine Translation" @ NeurIPS 2023☆17Sep 27, 2023Updated 2 years ago
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Jul 9, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository is pytorch version implement of LRU from the paper "Resurrecting Recurrent Neural Networks for Long Sequences" (https://a…☆11May 22, 2023Updated 2 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆17Jun 12, 2023Updated 2 years ago
- ☆131Jun 18, 2024Updated last year
- ☆59Dec 6, 2024Updated last year
- The code for the paper "A Bayesian Approach to Online Planning" published in ICML 2024.☆13Jun 17, 2024Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆38May 23, 2025Updated 10 months ago
- A scalable automated alignment method for large language models. Resources for "Aligning Large Language Models via Self-Steering Optimiza…☆20Nov 21, 2024Updated last year